Chicago Profiling Report

Dataset statistics

Number of variables	17
Number of observations	267613
Missing cells	84101
Missing cells (%)	1.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	34.7 MiB
Average record size in memory	136.0 B

Variable types

Numeric	5
Text	8
Categorical	3
DateTime	1

Alerts

`State` is highly imbalanced (> 99.9%)	Imbalance
`Facility Type` has 5117 (1.9%) missing values	Missing
`Violations` has 73370 (27.4%) missing values	Missing
`Zip` is highly skewed (γ1 = -111.1847108)	Skewed
`Inspection ID` has unique values	Unique

Reproduction

Analysis started	2024-02-22 14:53:49.204240
Analysis finished	2024-02-22 14:55:08.030369
Duration	1 minute and 18.83 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

Inspection ID
Real number (ℝ)

UNIQUE

Distinct	267613
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1729978.2

Minimum	44247
Maximum	2589576
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	44247
5-th percentile	327242.6
Q1	1307372
median	1950872
Q3	2357009
95-th percentile	2575772.4
Maximum	2589576
Range	2545329
Interquartile range (IQR)	1049637

Descriptive statistics

Standard deviation	719480.58
Coefficient of variation (CV)	0.41588997
Kurtosis	-0.65207757
Mean	1729978.2
Median Absolute Deviation (MAD)	547189
Skewness	-0.62808136
Sum	4.6296466 × 10¹¹
Variance	5.1765231 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2589576	1	< 0.1%
1527396	1	< 0.1%
1199760	1	< 0.1%
1527646	1	< 0.1%
1532257	1	< 0.1%
1439668	1	< 0.1%
1532231	1	< 0.1%
1453831	1	< 0.1%
1515865	1	< 0.1%
1516015	1	< 0.1%
Other values (267603)	267603	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44247	1	< 0.1%
44248	1	< 0.1%
44249	1	< 0.1%
44250	1	< 0.1%
44251	1	< 0.1%
44252	1	< 0.1%
44253	1	< 0.1%
44254	1	< 0.1%
44255	1	< 0.1%
44256	1	< 0.1%

Value	Count	Frequency (%)
2589576	1	< 0.1%
2589573	1	< 0.1%
2589562	1	< 0.1%
2589555	1	< 0.1%
2589553	1	< 0.1%
2589551	1	< 0.1%
2589549	1	< 0.1%
2589547	1	< 0.1%
2589536	1	< 0.1%
2589535	1	< 0.1%

DBA Name
Text

Distinct	32172
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Memory size	2.0 MiB

Length

Max length	79
Median length	49
Mean length	18.731732
Min length	1

Characters and Unicode

Total characters	5012855
Distinct characters	83
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5940 ?
Unique (%)	2.2%

Sample

1st row	Drippin' Bites
2nd row	GRAND BEER WINE SPIRITS
3rd row	CASA CENTRAL COMMUNITY SERVICE
4th row	BARTOLI'S PIZZERIA
5th row	LUNCH HEROS

Value	Count	Frequency (%)
inc	27081	3.3%
	26487	3.3%
restaurant	15485	1.9%
food	11424	1.4%
the	10940	1.3%
cafe	8793	1.1%
chicago	7633	0.9%
grill	7326	0.9%
and	6538	0.8%
pizza	6466	0.8%
Other values (18945)	685461	84.2%

Most occurring characters

Value	Count	Frequency (%)
	551348	11.0%
A	412128	8.2%
E	408312	8.1%
R	299407	6.0%
I	289373	5.8%
O	286438	5.7%
N	279069	5.6%
S	275615	5.5%
T	247516	4.9%
C	232589	4.6%
Other values (73)	1731060	34.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4052404	80.8%
Space Separator	551348	11.0%
Lowercase Letter	195244	3.9%
Other Punctuation	126723	2.5%
Decimal Number	74780	1.5%
Dash Punctuation	9056	0.2%
Open Punctuation	1464	< 0.1%
Close Punctuation	1464	< 0.1%
Math Symbol	337	< 0.1%
Connector Punctuation	18	< 0.1%
Other values (2)	17	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	412128	10.2%
E	408312	10.1%
R	299407	7.4%
I	289373	7.1%
O	286438	7.1%
N	279069	6.9%
S	275615	6.8%
T	247516	6.1%
C	232589	5.7%
L	213957	5.3%
Other values (16)	1108000	27.3%

Lowercase Letter

Value	Count	Frequency (%)
e	23850	12.2%
a	21131	10.8%
o	16427	8.4%
n	15966	8.2%
r	15298	7.8%
i	13719	7.0%
l	12234	6.3%
t	12141	6.2%
s	10360	5.3%
c	8074	4.1%
Other values (16)	46044	23.6%

Other Punctuation

Value	Count	Frequency (%)
'	41710	32.9%
.	24405	19.3%
&	21607	17.1%
,	17293	13.6%
#	15171	12.0%
/	5050	4.0%
@	1047	0.8%
!	311	0.2%
:	51	< 0.1%
?	50	< 0.1%
Other values (3)	28	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	11339	15.2%
1	11058	14.8%
3	9552	12.8%
7	7537	10.1%
5	7273	9.7%
0	6945	9.3%
4	6541	8.7%
8	5226	7.0%
6	5012	6.7%
9	4297	5.7%

Space Separator

Value	Count	Frequency (%)
	551348	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9056	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1464	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1464	100.0%

Math Symbol

Value	Count	Frequency (%)
+	337	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	18	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	11	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4247648	84.7%
Common	765207	15.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	412128	9.7%
E	408312	9.6%
R	299407	7.0%
I	289373	6.8%
O	286438	6.7%
N	279069	6.6%
S	275615	6.5%
T	247516	5.8%
C	232589	5.5%
L	213957	5.0%
Other values (42)	1303244	30.7%

Common

Value	Count	Frequency (%)
	551348	72.1%
'	41710	5.5%
.	24405	3.2%
&	21607	2.8%
,	17293	2.3%
#	15171	2.0%
2	11339	1.5%
1	11058	1.4%
3	9552	1.2%
-	9056	1.2%
Other values (21)	52668	6.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5012855	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	551348	11.0%
A	412128	8.2%
E	408312	8.1%
R	299407	6.0%
I	289373	5.8%
O	286438	5.7%
N	279069	5.6%
S	275615	5.5%
T	247516	4.9%
C	232589	4.6%
Other values (73)	1731060	34.5%

AKA Name
Text

Distinct	30620
Distinct (%)	11.5%
Missing	2473
Missing (%)	0.9%
Memory size	2.0 MiB

Length

Max length	79
Median length	49
Mean length	17.914607
Min length	2

Characters and Unicode

Total characters	4749879
Distinct characters	87
Distinct categories	13 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5781 ?
Unique (%)	2.2%

Sample

1st row	Drippin' Bites
2nd row	GRAND BEER WINE SPIRITS
3rd row	CASA CENTRAL COMMUNITY SERVICE
4th row	BARTOLI'S PIZZERIA
5th row	LUNCH HEROS

Value	Count	Frequency (%)
	24606	3.2%
restaurant	14774	1.9%
inc	12548	1.6%
food	11140	1.4%
the	10539	1.4%
cafe	9471	1.2%
grill	7460	1.0%
school	6917	0.9%
pizza	6609	0.9%
la	6335	0.8%
Other values (18272)	658075	85.6%

Most occurring characters

Value	Count	Frequency (%)
	509425	10.7%
A	401931	8.5%
E	397748	8.4%
R	288192	6.1%
O	274305	5.8%
S	268761	5.7%
I	263898	5.6%
N	256189	5.4%
T	239435	5.0%
C	206701	4.4%
Other values (77)	1643294	34.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3882922	81.7%
Space Separator	509425	10.7%
Lowercase Letter	182248	3.8%
Other Punctuation	104674	2.2%
Decimal Number	52433	1.1%
Dash Punctuation	8802	0.2%
Open Punctuation	4482	0.1%
Close Punctuation	4460	0.1%
Math Symbol	371	< 0.1%
Connector Punctuation	31	< 0.1%
Other values (3)	31	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	22937	12.6%
a	19520	10.7%
o	15187	8.3%
n	14419	7.9%
r	14083	7.7%
i	12850	7.1%
l	12089	6.6%
t	11101	6.1%
s	9063	5.0%
c	7318	4.0%
Other values (17)	43681	24.0%

Uppercase Letter

Value	Count	Frequency (%)
A	401931	10.4%
E	397748	10.2%
R	288192	7.4%
O	274305	7.1%
S	268761	6.9%
I	263898	6.8%
N	256189	6.6%
T	239435	6.2%
C	206701	5.3%
L	201259	5.2%
Other values (16)	1084503	27.9%

Other Punctuation

Value	Count	Frequency (%)
'	42773	40.9%
&	20834	19.9%
.	14740	14.1%
#	9161	8.8%
/	8033	7.7%
,	7982	7.6%
@	738	0.7%
!	283	0.3%
?	47	< 0.1%
:	33	< 0.1%
Other values (3)	50	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	8994	17.2%
2	8032	15.3%
3	6968	13.3%
7	5638	10.8%
5	4883	9.3%
4	4722	9.0%
0	4486	8.6%
6	3162	6.0%
8	2990	5.7%
9	2558	4.9%

Open Punctuation

Value	Count	Frequency (%)
(	4477	99.9%
[	5	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	4455	99.9%
]	5	0.1%

Space Separator

Value	Count	Frequency (%)
	509425	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8802	100.0%

Math Symbol

Value	Count	Frequency (%)
+	371	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	31	100.0%

Other Number

Value	Count	Frequency (%)
½	24	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	6	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4065170	85.6%
Common	684709	14.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	401931	9.9%
E	397748	9.8%
R	288192	7.1%
O	274305	6.7%
S	268761	6.6%
I	263898	6.5%
N	256189	6.3%
T	239435	5.9%
C	206701	5.1%
L	201259	5.0%
Other values (43)	1266751	31.2%

Common

Value	Count	Frequency (%)
	509425	74.4%
'	42773	6.2%
&	20834	3.0%
.	14740	2.2%
#	9161	1.3%
1	8994	1.3%
-	8802	1.3%
/	8033	1.2%
2	8032	1.2%
,	7982	1.2%
Other values (24)	45933	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4749807	> 99.9%
None	72	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	509425	10.7%
A	401931	8.5%
E	397748	8.4%
R	288192	6.1%
O	274305	5.8%
S	268761	5.7%
I	263898	5.6%
N	256189	5.4%
T	239435	5.0%
C	206701	4.4%
Other values (74)	1643222	34.6%

None

Value	Count	Frequency (%)
½	24	33.3%
¿	24	33.3%
ï	24	33.3%

License #
Real number (ℝ)

Distinct	44516
Distinct (%)	16.6%
Missing	18
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1721820.2

Minimum	0
Maximum	9999999
Zeros	691
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	0
5-th percentile	17602
Q1	1336797
median	2048785
Q3	2369187
95-th percentile	2766653.2
Maximum	9999999
Range	9999999
Interquartile range (IQR)	1032390

Descriptive statistics

Standard deviation	927017.7
Coefficient of variation (CV)	0.53839401
Kurtosis	-0.4259452
Mean	1721820.2
Median Absolute Deviation (MAD)	420446
Skewness	-0.89682034
Sum	4.6075049 × 10¹¹
Variance	8.5936182 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	691	0.3%
1354323	198	0.1%
14616	181	0.1%
1574001	86	< 0.1%
60184	64	< 0.1%
2083833	62	< 0.1%
1142451	59	< 0.1%
1974745	59	< 0.1%
1884255	55	< 0.1%
1596210	54	< 0.1%
Other values (44506)	266086	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	691	0.3%
1	1	< 0.1%
2	17	< 0.1%
9	15	< 0.1%
40	21	< 0.1%
43	1	< 0.1%
62	18	< 0.1%
85	5	< 0.1%
99	13	< 0.1%
104	1	< 0.1%

Value	Count	Frequency (%)
9999999	1	< 0.1%
8700606	3	< 0.1%
5852857	1	< 0.1%
4076132	2	< 0.1%
4075924	2	< 0.1%
4075688	1	< 0.1%
4075628	2	< 0.1%
4075597	1	< 0.1%
4075446	1	< 0.1%
4075357	2	< 0.1%

Facility Type
Text

MISSING

Distinct	513
Distinct (%)	0.2%
Missing	5117
Missing (%)	1.9%
Memory size	2.0 MiB

Length

Max length	47
Median length	10
Mean length	11.105381
Min length	3

Characters and Unicode

Total characters	2915118
Distinct characters	69
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	73 ?
Unique (%)	< 0.1%

Sample

1st row	Grocery Store
2nd row	Restaurant
3rd row	Restaurant
4th row	Restaurant
5th row	School

Value	Count	Frequency (%)
restaurant	179900	50.6%
store	33658	9.5%
grocery	33519	9.4%
school	17320	4.9%
daycare	7836	2.2%
2	7025	2.0%
years	7022	2.0%
facility	5871	1.7%
services	5807	1.6%
children's	5723	1.6%
Other values (445)	52128	14.7%

Most occurring characters

Value	Count	Frequency (%)
t	403310	13.8%
a	403088	13.8%
r	328107	11.3%
e	308666	10.6%
s	202928	7.0%
n	201353	6.9%
R	185025	6.3%
u	181316	6.2%
o	118469	4.1%
	93327	3.2%
Other values (59)	489529	16.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2409503	82.7%
Uppercase Letter	380991	13.1%
Space Separator	93327	3.2%
Decimal Number	13498	0.5%
Other Punctuation	6625	0.2%
Close Punctuation	3875	0.1%
Open Punctuation	3875	0.1%
Dash Punctuation	3421	0.1%
Connector Punctuation	3	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	185025	48.6%
S	60728	15.9%
G	35411	9.3%
C	13097	3.4%
D	10420	2.7%
F	8709	2.3%
A	8251	2.2%
Y	8161	2.1%
T	7034	1.8%
E	5932	1.6%
Other values (16)	38223	10.0%

Lowercase Letter

Value	Count	Frequency (%)
t	403310	16.7%
a	403088	16.7%
r	328107	13.6%
e	308666	12.8%
s	202928	8.4%
n	201353	8.4%
u	181316	7.5%
o	118469	4.9%
c	70719	2.9%
y	50865	2.1%
Other values (14)	140682	5.8%

Decimal Number

Value	Count	Frequency (%)
2	7151	53.0%
6	3850	28.5%
1	841	6.2%
5	728	5.4%
8	703	5.2%
0	109	0.8%
3	98	0.7%
4	16	0.1%
7	2	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
'	5812	87.7%
/	743	11.2%
&	42	0.6%
.	22	0.3%
,	6	0.1%

Space Separator

Value	Count	Frequency (%)
	93327	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3875	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3875	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3421	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2790494	95.7%
Common	124624	4.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	403310	14.5%
a	403088	14.4%
r	328107	11.8%
e	308666	11.1%
s	202928	7.3%
n	201353	7.2%
R	185025	6.6%
u	181316	6.5%
o	118469	4.2%
c	70719	2.5%
Other values (40)	387513	13.9%

Common

Value	Count	Frequency (%)
	93327	74.9%
2	7151	5.7%
'	5812	4.7%
)	3875	3.1%
(	3875	3.1%
6	3850	3.1%
-	3421	2.7%
1	841	0.7%
/	743	0.6%
5	728	0.6%
Other values (9)	1001	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2915118	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	403310	13.8%
a	403088	13.8%
r	328107	11.3%
e	308666	10.6%
s	202928	7.0%
n	201353	6.9%
R	185025	6.3%
u	181316	6.2%
o	118469	4.1%
	93327	3.2%
Other values (59)	489529	16.8%

Risk
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	81
Missing (%)	< 0.1%
Memory size	2.0 MiB

Risk 1 (High)	196108
Risk 2 (Medium)	49570
Risk 3 (Low)	21800
All	54

Length

Max length	15
Median length	13
Mean length	13.287068
Min length	3

Characters and Unicode

Total characters	3554716
Distinct characters	23
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Risk 1 (High)
2nd row	Risk 3 (Low)
3rd row	Risk 1 (High)
4th row	Risk 1 (High)
5th row	Risk 1 (High)

Common Values

Value	Count	Frequency (%)
Risk 1 (High)	196108	73.3%
Risk 2 (Medium)	49570	18.5%
Risk 3 (Low)	21800	8.1%
All	54	< 0.1%
(Missing)	81	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
risk	267478	33.3%
1	196108	24.4%
high	196108	24.4%
2	49570	6.2%
medium	49570	6.2%
3	21800	2.7%
low	21800	2.7%
all	54	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	534956	15.0%
i	513156	14.4%
R	267478	7.5%
s	267478	7.5%
k	267478	7.5%
(	267478	7.5%
)	267478	7.5%
1	196108	5.5%
H	196108	5.5%
g	196108	5.5%
Other values (13)	580890	16.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1682316	47.3%
Uppercase Letter	535010	15.1%
Space Separator	534956	15.0%
Open Punctuation	267478	7.5%
Close Punctuation	267478	7.5%
Decimal Number	267478	7.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	513156	30.5%
s	267478	15.9%
k	267478	15.9%
g	196108	11.7%
h	196108	11.7%
d	49570	2.9%
m	49570	2.9%
u	49570	2.9%
e	49570	2.9%
o	21800	1.3%
Other values (2)	21908	1.3%

Uppercase Letter

Value	Count	Frequency (%)
R	267478	50.0%
H	196108	36.7%
M	49570	9.3%
L	21800	4.1%
A	54	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	196108	73.3%
2	49570	18.5%
3	21800	8.2%

Space Separator

Value	Count	Frequency (%)
	534956	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	267478	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	267478	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2217326	62.4%
Common	1337390	37.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	513156	23.1%
R	267478	12.1%
s	267478	12.1%
k	267478	12.1%
H	196108	8.8%
g	196108	8.8%
h	196108	8.8%
d	49570	2.2%
m	49570	2.2%
u	49570	2.2%
Other values (7)	164702	7.4%

Common

Value	Count	Frequency (%)
	534956	40.0%
(	267478	20.0%
)	267478	20.0%
1	196108	14.7%
2	49570	3.7%
3	21800	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3554716	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	534956	15.0%
i	513156	14.4%
R	267478	7.5%
s	267478	7.5%
k	267478	7.5%
(	267478	7.5%
)	267478	7.5%
1	196108	5.5%
H	196108	5.5%
g	196108	5.5%
Other values (13)	580890	16.3%

Address
Text

Distinct	19644
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Memory size	2.0 MiB

Length

Max length	52
Median length	40
Mean length	18.610168
Min length	1

Characters and Unicode

Total characters	4980323
Distinct characters	72
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2052 ?
Unique (%)	0.8%

Sample

1st row	6808 N SHERIDAN RD
2nd row	1142 W GRAND AVE
3rd row	1343 N CALIFORNIA AVE
4th row	658 N ASHLAND AVE
5th row	2273 N LINCOLN AVE

Value	Count	Frequency (%)
ave	123942	11.4%
w	106324	9.8%
st	97014	8.9%
n	80254	7.4%
s	59325	5.5%
e	21656	2.0%
rd	15966	1.5%
clark	9481	0.9%
western	6759	0.6%
halsted	6702	0.6%
Other values (8741)	557608	51.4%

Most occurring characters

Value	Count	Frequency (%)
	1085484	21.8%
E	303525	6.1%
A	287922	5.8%
S	245455	4.9%
N	209089	4.2%
T	204998	4.1%
1	201629	4.0%
0	163739	3.3%
R	159088	3.2%
W	155813	3.1%
Other values (62)	1963581	39.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2570593	51.6%
Decimal Number	1199275	24.1%
Space Separator	1085484	21.8%
Lowercase Letter	86621	1.7%
Dash Punctuation	26089	0.5%
Close Punctuation	5503	0.1%
Open Punctuation	5503	0.1%
Other Punctuation	1252	< 0.1%
Math Symbol	2	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	303525	11.8%
A	287922	11.2%
S	245455	9.5%
N	209089	8.1%
T	204998	8.0%
R	159088	6.2%
W	155813	6.1%
V	149459	5.8%
L	123732	4.8%
O	111553	4.3%
Other values (16)	619959	24.1%

Lowercase Letter

Value	Count	Frequency (%)
a	9746	11.3%
e	9136	10.5%
t	7878	9.1%
n	7562	8.7%
r	7288	8.4%
o	6601	7.6%
i	6345	7.3%
l	6147	7.1%
h	4215	4.9%
s	3546	4.1%
Other values (15)	18157	21.0%

Decimal Number

Value	Count	Frequency (%)
1	201629	16.8%
0	163739	13.7%
2	146252	12.2%
3	145225	12.1%
5	139561	11.6%
4	120687	10.1%
6	88321	7.4%
7	74378	6.2%
8	59776	5.0%
9	59707	5.0%

Other Punctuation

Value	Count	Frequency (%)
/	720	57.5%
.	369	29.5%
&	133	10.6%
'	27	2.2%
#	3	0.2%

Space Separator

Value	Count	Frequency (%)
	1085484	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26089	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5503	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5503	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2657214	53.4%
Common	2323109	46.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	303525	11.4%
A	287922	10.8%
S	245455	9.2%
N	209089	7.9%
T	204998	7.7%
R	159088	6.0%
W	155813	5.9%
V	149459	5.6%
L	123732	4.7%
O	111553	4.2%
Other values (41)	706580	26.6%

Common

Value	Count	Frequency (%)
	1085484	46.7%
1	201629	8.7%
0	163739	7.0%
2	146252	6.3%
3	145225	6.3%
5	139561	6.0%
4	120687	5.2%
6	88321	3.8%
7	74378	3.2%
8	59776	2.6%
Other values (11)	98057	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4980323	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1085484	21.8%
E	303525	6.1%
A	287922	5.8%
S	245455	4.9%
N	209089	4.2%
T	204998	4.1%
1	201629	4.0%
0	163739	3.3%
R	159088	3.2%
W	155813	3.1%
Other values (62)	1963581	39.4%

City
Text

Distinct	79
Distinct (%)	< 0.1%
Missing	161
Missing (%)	0.1%
Memory size	2.0 MiB

Length

Max length	20
Median length	7
Mean length	7.0028267
Min length	2

Characters and Unicode

Total characters	1872920
Distinct characters	44
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	34 ?
Unique (%)	< 0.1%

Sample

1st row	CHICAGO
2nd row	CHICAGO
3rd row	CHICAGO
4th row	CHICAGO
5th row	CHICAGO

Value	Count	Frequency (%)
chicago	267135	99.8%
cchicago	55	< 0.1%
schaumburg	28	< 0.1%
park	19	< 0.1%
evanston	18	< 0.1%
maywood	16	< 0.1%
grove	14	< 0.1%
niles	14	< 0.1%
elk	13	< 0.1%
village	13	< 0.1%
Other values (80)	219	0.1%

Most occurring characters

Value	Count	Frequency (%)
C	533911	28.5%
A	266838	14.2%
I	266801	14.2%
O	266800	14.2%
H	266762	14.2%
G	266736	14.2%
c	717	< 0.1%
o	579	< 0.1%
i	578	< 0.1%
a	578	< 0.1%
Other values (34)	2620	0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1869216	99.8%
Lowercase Letter	3595	0.2%
Space Separator	92	< 0.1%
Decimal Number	12	< 0.1%
Other Punctuation	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	533911	28.6%
A	266838	14.3%
I	266801	14.3%
O	266800	14.3%
H	266762	14.3%
G	266736	14.3%
E	213	< 0.1%
L	146	< 0.1%
R	145	< 0.1%
S	122	< 0.1%
Other values (15)	742	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	717	19.9%
o	579	16.1%
i	578	16.1%
a	578	16.1%
g	577	16.1%
h	556	15.5%
d	2	0.1%
r	2	0.1%
s	1	< 0.1%
l	1	< 0.1%
Other values (4)	4	0.1%

Decimal Number

Value	Count	Frequency (%)
3	4	33.3%
1	4	33.3%
2	4	33.3%

Space Separator

Value	Count	Frequency (%)
	92	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1872811	> 99.9%
Common	109	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	533911	28.5%
A	266838	14.2%
I	266801	14.2%
O	266800	14.2%
H	266762	14.2%
G	266736	14.2%
c	717	< 0.1%
o	579	< 0.1%
i	578	< 0.1%
a	578	< 0.1%
Other values (29)	2511	0.1%

Common

Value	Count	Frequency (%)
	92	84.4%
.	5	4.6%
3	4	3.7%
1	4	3.7%
2	4	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1872920	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	533911	28.5%
A	266838	14.2%
I	266801	14.2%
O	266800	14.2%
H	266762	14.2%
G	266736	14.2%
c	717	< 0.1%
o	579	< 0.1%
i	578	< 0.1%
a	578	< 0.1%
Other values (34)	2620	0.1%

State
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	59
Missing (%)	< 0.1%
Memory size	2.0 MiB

IL	267543
IN	7
CA	2
NY	1
WI	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	535108
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	IL
2nd row	IL
3rd row	IL
4th row	IL
5th row	IL

Common Values

Value	Count	Frequency (%)
IL	267543	> 99.9%
IN	7	< 0.1%
CA	2	< 0.1%
NY	1	< 0.1%
WI	1	< 0.1%
(Missing)	59	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
il	267543	> 99.9%
in	7	< 0.1%
ca	2	< 0.1%
ny	1	< 0.1%
wi	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
I	267551	50.0%
L	267543	50.0%
N	8	< 0.1%
C	2	< 0.1%
A	2	< 0.1%
Y	1	< 0.1%
W	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	535108	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	267551	50.0%
L	267543	50.0%
N	8	< 0.1%
C	2	< 0.1%
A	2	< 0.1%
Y	1	< 0.1%
W	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	535108	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	267551	50.0%
L	267543	50.0%
N	8	< 0.1%
C	2	< 0.1%
A	2	< 0.1%
Y	1	< 0.1%
W	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	535108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	267551	50.0%
L	267543	50.0%
N	8	< 0.1%
C	2	< 0.1%
A	2	< 0.1%
Y	1	< 0.1%
W	1	< 0.1%

Zip
Real number (ℝ)

SKEWED

Distinct	121
Distinct (%)	< 0.1%
Missing	49
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	60628.704

Minimum	10014
Maximum	90504
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	10014
5-th percentile	60605
Q1	60614
median	60625
Q3	60643
95-th percentile	60659
Maximum	90504
Range	80490
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	148.85738
Coefficient of variation (CV)	0.0024552294
Kurtosis	63948.539
Mean	60628.704
Median Absolute Deviation (MAD)	14
Skewness	-111.18471
Sum	1.6222059 × 10¹⁰
Variance	22158.518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60614	9855	3.7%
60647	9783	3.7%
60657	9076	3.4%
60618	8417	3.1%
60611	8352	3.1%
60622	8183	3.1%
60608	8121	3.0%
60625	7568	2.8%
60607	7349	2.7%
60640	7186	2.7%
Other values (111)	183674	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10014	1	< 0.1%
46319	1	< 0.1%
46394	1	< 0.1%
46410	5	< 0.1%
53061	1	< 0.1%
60007	13	< 0.1%
60015	2	< 0.1%
60018	4	< 0.1%
60022	1	< 0.1%
60035	3	< 0.1%

Value	Count	Frequency (%)
90504	1	< 0.1%
90067	1	< 0.1%
60827	220	0.1%
60805	4	< 0.1%
60804	9	< 0.1%
60803	3	< 0.1%
60714	7	< 0.1%
60707	1542	0.6%
60706	4	< 0.1%
60666	3336	1.2%

Inspection Date
Date

Distinct	3564
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.0 MiB

Minimum	2010-01-04 00:00:00
Maximum	2024-02-14 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Inspection Type
Text

Distinct	110
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	2.0 MiB

Length

Max length	41
Median length	7
Mean length	10.645576
Min length	3

Characters and Unicode

Total characters	2848884
Distinct characters	61
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	69 ?
Unique (%)	< 0.1%

Sample

1st row	License
2nd row	License
3rd row	Canvass
4th row	Canvass
5th row	License

Value	Count	Frequency (%)
canvass	168556	49.3%
re-inspection	51816	15.1%
license	47234	13.8%
complaint	44291	12.9%
short	8425	2.5%
form	8425	2.5%
non-inspection	2827	0.8%
suspected	1190	0.3%
food	1190	0.3%
poisoning	1190	0.3%
Other values (122)	7061	2.1%

Most occurring characters

Value	Count	Frequency (%)
s	445026	15.6%
a	384730	13.5%
n	378685	13.3%
C	213967	7.5%
e	208249	7.3%
v	169284	5.9%
i	151929	5.3%
o	127691	4.5%
t	111696	3.9%
c	105564	3.7%
Other values (51)	552063	19.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2318985	81.4%
Uppercase Letter	398319	14.0%
Space Separator	74593	2.6%
Dash Punctuation	55590	2.0%
Decimal Number	1245	< 0.1%
Close Punctuation	67	< 0.1%
Open Punctuation	66	< 0.1%
Other Punctuation	19	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	445026	19.2%
a	384730	16.6%
n	378685	16.3%
e	208249	9.0%
v	169284	7.3%
i	151929	6.6%
o	127691	5.5%
t	111696	4.8%
c	105564	4.6%
p	100980	4.4%
Other values (13)	135151	5.8%

Uppercase Letter

Value	Count	Frequency (%)
C	213967	53.7%
I	54970	13.8%
R	53002	13.3%
L	48192	12.1%
F	10925	2.7%
S	9883	2.5%
N	3059	0.8%
T	1585	0.4%
P	1296	0.3%
O	441	0.1%
Other values (13)	999	0.3%

Decimal Number

Value	Count	Frequency (%)
4	359	28.8%
1	313	25.1%
7	306	24.6%
5	255	20.5%
8	5	0.4%
0	5	0.4%
6	1	0.1%
3	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
/	15	78.9%
.	3	15.8%
'	1	5.3%

Space Separator

Value	Count	Frequency (%)
	74593	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	55590	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	67	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	66	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2717304	95.4%
Common	131580	4.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	445026	16.4%
a	384730	14.2%
n	378685	13.9%
C	213967	7.9%
e	208249	7.7%
v	169284	6.2%
i	151929	5.6%
o	127691	4.7%
t	111696	4.1%
c	105564	3.9%
Other values (36)	420483	15.5%

Common

Value	Count	Frequency (%)
	74593	56.7%
-	55590	42.2%
4	359	0.3%
1	313	0.2%
7	306	0.2%
5	255	0.2%
)	67	0.1%
(	66	0.1%
/	15	< 0.1%
8	5	< 0.1%
Other values (5)	11	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2848884	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	445026	15.6%
a	384730	13.5%
n	378685	13.3%
C	213967	7.5%
e	208249	7.3%
v	169284	5.9%
i	151929	5.3%
o	127691	4.5%
t	111696	3.9%
c	105564	3.7%
Other values (51)	552063	19.4%

Results
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.0 MiB

Pass	137779
Fail	52283
Pass w/ Conditions	40757
Out of Business	22619
No Entry	10694
Other values (2)	3481

Length

Max length	20
Median length	4
Mean length	7.290326
Min length	4

Characters and Unicode

Total characters	1950986
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not Ready
2nd row	Pass
3rd row	Pass
4th row	Fail
5th row	Not Ready

Common Values

Value	Count	Frequency (%)
Pass	137779	51.5%
Fail	52283	19.5%
Pass w/ Conditions	40757	15.2%
Out of Business	22619	8.5%
No Entry	10694	4.0%
Not Ready	3395	1.3%
Business Not Located	86	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pass	178536	43.7%
fail	52283	12.8%
w	40757	10.0%
conditions	40757	10.0%
business	22705	5.6%
out	22619	5.5%
of	22619	5.5%
no	10694	2.6%
entry	10694	2.6%
not	3481	0.9%
Other values (2)	3481	0.9%

Most occurring characters

Value	Count	Frequency (%)
s	465944	23.9%
a	234300	12.0%
P	178536	9.2%
i	156502	8.0%
	141013	7.2%
o	118394	6.1%
n	114913	5.9%
t	77637	4.0%
l	52283	2.7%
F	52283	2.7%
Other values (16)	359181	18.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1423966	73.0%
Uppercase Letter	345250	17.7%
Space Separator	141013	7.2%
Other Punctuation	40757	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	465944	32.7%
a	234300	16.5%
i	156502	11.0%
o	118394	8.3%
n	114913	8.1%
t	77637	5.5%
l	52283	3.7%
u	45324	3.2%
d	44238	3.1%
w	40757	2.9%
Other values (5)	73674	5.2%

Uppercase Letter

Value	Count	Frequency (%)
P	178536	51.7%
F	52283	15.1%
C	40757	11.8%
B	22705	6.6%
O	22619	6.6%
N	14175	4.1%
E	10694	3.1%
R	3395	1.0%
L	86	< 0.1%

Space Separator

Value	Count	Frequency (%)
	141013	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	40757	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1769216	90.7%
Common	181770	9.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	465944	26.3%
a	234300	13.2%
P	178536	10.1%
i	156502	8.8%
o	118394	6.7%
n	114913	6.5%
t	77637	4.4%
l	52283	3.0%
F	52283	3.0%
u	45324	2.6%
Other values (14)	273100	15.4%

Common

Value	Count	Frequency (%)
	141013	77.6%
/	40757	22.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1950986	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	465944	23.9%
a	234300	12.0%
P	178536	9.2%
i	156502	8.0%
	141013	7.2%
o	118394	6.1%
n	114913	5.9%
t	77637	4.0%
l	52283	2.7%
F	52283	2.7%
Other values (16)	359181	18.4%

Violations
Text

MISSING

Distinct	192974
Distinct (%)	99.3%
Missing	73370
Missing (%)	27.4%
Memory size	2.0 MiB

Length

Max length	11620
Median length	5021
Mean length	1221.1706
Min length	30

Characters and Unicode

Total characters	237203849
Distinct characters	100
Distinct categories	14 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	192057 ?
Unique (%)	98.9%

Sample

1st row	48. WAREWASHING FACILITIES: INSTALLED, MAINTAINED & USED; TEST STRIPS - Comments: OBSERVED 3-COMPARTMENT SINK NOT IN PROPER WORKING ORDER. WHEN WATER IS DRAINED IN ONE COMPARTMENT, ANOTHER ONE FLOODS BEFORE GOING BACK DOWN. INSTRUCTED MANAGER TO SERVICE 3-COMPARTMENT SINK. PRIORITY FOUNDATION VIOLATION 7-38-025 CITATION ISSUED.
2nd row	49. NON-FOOD/FOOD CONTACT SURFACES CLEAN - Comments: 4-601.11(C) OBSERVED BUILD-UP OF FOOD DEBRIS ON THE INTERIOR OF THE FREEZER WHERE FROZEN SHRIMP AND BATTER ARE STORED. INSTRUCTED PERSON IN CHARGE TO CLEAN AND MAINTAIN. \| 55. PHYSICAL FACILITIES INSTALLED, MAINTAINED & CLEAN - Comments: 6-201.11 OBSERVED MISSING CEILING TILES IN THE STORAGE ROOM. INSTRUCTED PERSON IN CHARGE TO REPLACE AND MAINTAIN.
3rd row	38. INSECTS, RODENTS, & ANIMALS NOT PRESENT - Comments: OBSERVED RODENT ACTIVITY ON PREMISES. FOUND 40-50 MOUSE DROPPINGS ON THE FLOOR UNDER THE STORAGE SHELVES IN THE REAR STORAGE AREA, ALONG THE POTATO CHIP AISLE AND IN STORAGE AREA UNDER SHELVES BY THE WALK-IN COOLER. INSTRUCTED TO CLEAN ALL AREAS AND HAVE PEST CONTROL COMPANY SERVICE PRIOR TO REINSPECTION. PRIORITY FOUNDATION VIOLATION CITATION 7-38-020(A) ISSUED. \| 38. INSECTS, RODENTS, & ANIMALS NOT PRESENT - Comments: OBSERVED A 1 INCH GAP AT BOTTOM OF FRONT ENTRANCE DOOR; INSTRUCTED TO RAISE THRESHOLE AND PROVIDE A LONGER DOOR SWEEP. \| 47. FOOD & NON-FOOD CONTACT SURFACES CLEANABLE, PROPERLY DESIGNED, CONSTRUCTED & USED - Comments: THE DOOR TO THE WALK IN COOLER IS IN POOR REPAIR; INSTRUCTED TO REPAIR DOOR. (UNIT MAINTAINING AT PROPER TEMPERATURE). \| 49. NON-FOOD/FOOD CONTACT SURFACES CLEAN - Comments: STORAGE SHELVES ON SELLING FLOOR AND BEHIND FRONT COUNTER NEED CLEANING; CLEAN WHERE NEEDED. \| 51. PLUMBING INSTALLED; PROPER BACKFLOW DEVICES - Comments: OBSERVED LEAKING FROM THE CENTERE AREA OF THE FAUCET AT THE THREE COMP SINK; INSTRUCTED TO REPAIR LEAK. \| 55. PHYSICAL FACILITIES INSTALLED, MAINTAINED & CLEAN - Comments: FOUND UNNECESSARY ITEMS IN THE EXPOSED HANDSINK IN THE REAR DISHWASHING AREA; INTRUCTED TO REMOVE AND MAINTAIN SINK FREE OF ITEMS. FOUND THE UTILITY SINK OBSTRUCTED IN REAR DISHWASHING AREA; INSTRUCTED TO ENSURE SINK IS ACCESSIBLE AT ALL TIMES FOR USE. \| 55. PHYSICAL FACILITIES INSTALLED, MAINTAINED & CLEAN - Comments: THE FLOORS AND WALLS AROUND UNDER AND BEHIND VARIOUS EQUIPMENT NEED CLEANING; INSRUCTED TO CLEAN. CLEAN CEILING VENTS AND INTERIORS OF LIGHT SHIELDS IN FOOD PREP AREA. CLEAN FLOOR INSIDE OF WALK-IN COOLER. \| 55. PHYSICAL FACILITIES INSTALLED, MAINTAINED & CLEAN - Comments: SOME WATER STAINED CEILING TILE IN REAR AREA; INSTRUCTED TO REPLACE WHERE NEEDED.
4th row	57. ALL FOOD EMPLOYEES HAVE FOOD HANDLER TRAINING - Comments: UNABLE TO LOCATE AND VERIFY FOOD HANDLER CERTIFICATES DURING INSPECTION. MUST PROVIDE AND KEEP CERTIFICATES ON SITE. \| 58. ALLERGEN TRAINING AS REQUIRED - Comments: NO ALLERGEN TRAINING FOR CITY OF CHICAGO FOOD MANAGERS. INSTRUCTED MANAGEMENT THAT ALL CITY OF CHICAGO FOOD MANAGERS MUST COMPLETE ALLERGEN TRAINING AND KEEP CERTIFICATE ON SITE.
5th row	55. PHYSICAL FACILITIES INSTALLED, MAINTAINED & CLEAN - Comments: OBSERVED PEELING PAINT ON CEILING IN DRY STORAGE ROOM/OFFICE REAR AREA. INSTRUCTED PERSON IN CHARGE TO REPAIR AND MAINTAIN.

Value	Count	Frequency (%)
	1837595	5.1%
and	1678537	4.7%
comments	899439	2.5%
the	828476	2.3%
in	754432	2.1%
to	705277	2.0%
of	647661	1.8%
food	630039	1.8%
clean	565813	1.6%
must	409659	1.1%
Other values (196468)	26766686	74.9%

Most occurring characters

Value	Count	Frequency (%)
	36319340	15.3%
E	19588405	8.3%
N	13652588	5.8%
O	13571941	5.7%
A	13194598	5.6%
T	12848957	5.4%
I	12542077	5.3%
R	11571689	4.9%
S	10530603	4.4%
D	9236659	3.9%
Other values (90)	84146992	35.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	163426436	68.9%
Space Separator	36319340	15.3%
Lowercase Letter	23284205	9.8%
Other Punctuation	6961764	2.9%
Decimal Number	4165629	1.8%
Dash Punctuation	1974824	0.8%
Math Symbol	684641	0.3%
Open Punctuation	185344	0.1%
Close Punctuation	183184	0.1%
Currency Symbol	13992	< 0.1%
Other values (4)	4490	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2949011	12.7%
n	2313553	9.9%
o	2296622	9.9%
t	2164779	9.3%
m	2090390	9.0%
s	2029500	8.7%
a	1526209	6.6%
l	1154956	5.0%
i	1135659	4.9%
r	986277	4.2%
Other values (17)	4637249	19.9%

Uppercase Letter

Value	Count	Frequency (%)
E	19588405	12.0%
N	13652588	8.4%
O	13571941	8.3%
A	13194598	8.1%
T	12848957	7.9%
I	12542077	7.7%
R	11571689	7.1%
S	10530603	6.4%
D	9236659	5.7%
L	7655682	4.7%
Other values (16)	39033237	23.9%

Other Punctuation

Value	Count	Frequency (%)
.	2993131	43.0%
,	1877964	27.0%
:	1378386	19.8%
&	232499	3.3%
/	231975	3.3%
;	116124	1.7%
#	59923	0.9%
'	52062	0.7%
*	15485	0.2%
@	2721	< 0.1%
Other values (5)	1494	< 0.1%

Decimal Number

Value	Count	Frequency (%)
3	890062	21.4%
0	613664	14.7%
5	506318	12.2%
1	498319	12.0%
4	397239	9.5%
2	395795	9.5%
8	309877	7.4%
7	280732	6.7%
6	167692	4.0%
9	105931	2.5%

Math Symbol

Value	Count	Frequency (%)
\|	684246	99.9%
=	292	< 0.1%
+	76	< 0.1%
>	18	< 0.1%
~	5	< 0.1%
<	4	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	185089	99.9%
[	243	0.1%
{	12	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	182982	99.9%
]	190	0.1%
}	12	< 0.1%

Control

Value	Count	Frequency (%)
	3919	99.9%
	2	0.1%
	1	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
`	13	81.2%
^	3	18.8%

Space Separator

Value	Count	Frequency (%)
	36319340	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1974824	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	13992	100.0%

Other Number

Value	Count	Frequency (%)
½	483	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	69	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	186710641	78.7%
Common	50493208	21.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	19588405	10.5%
N	13652588	7.3%
O	13571941	7.3%
A	13194598	7.1%
T	12848957	6.9%
I	12542077	6.7%
R	11571689	6.2%
S	10530603	5.6%
D	9236659	4.9%
L	7655682	4.1%
Other values (43)	62317442	33.4%

Common

Value	Count	Frequency (%)
	36319340	71.9%
.	2993131	5.9%
-	1974824	3.9%
,	1877964	3.7%
:	1378386	2.7%
3	890062	1.8%
\|	684246	1.4%
0	613664	1.2%
5	506318	1.0%
1	498319	1.0%
Other values (37)	2756954	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	237202400	> 99.9%
None	1449	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	36319340	15.3%
E	19588405	8.3%
N	13652588	5.8%
O	13571941	5.7%
A	13194598	5.6%
T	12848957	5.4%
I	12542077	5.3%
R	11571689	4.9%
S	10530603	4.4%
D	9236659	3.9%
Other values (87)	84145543	35.5%

None

Value	Count	Frequency (%)
ï	483	33.3%
¿	483	33.3%
½	483	33.3%

Latitude
Real number (ℝ)

Distinct	18214
Distinct (%)	6.8%
Missing	924
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	41.880731

Minimum	41.64467
Maximum	42.021064
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	41.64467
5-th percentile	41.726944
Q1	41.831831
median	41.89177
Q3	41.939785
95-th percentile	41.997516
Maximum	42.021064
Range	0.37639412
Interquartile range (IQR)	0.10795422

Descriptive statistics

Standard deviation	0.08106902
Coefficient of variation (CV)	0.0019357117
Kurtosis	-0.3540197
Mean	41.880731
Median Absolute Deviation (MAD)	0.050581061
Skewness	-0.58981625
Sum	11169130
Variance	0.0065721859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42.00875077	3291	1.2%
41.78932932	767	0.3%
41.88418751	597	0.2%
41.88199434	584	0.2%
41.85045102	584	0.2%
41.88743405	480	0.2%
41.88458627	377	0.1%
41.88807428	369	0.1%
41.89209414	368	0.1%
41.75466012	342	0.1%
Other values (18204)	258930	96.8%
(Missing)	924	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41.64467013	13	< 0.1%
41.64566748	4	< 0.1%
41.64637082	7	< 0.1%
41.64655405	2	< 0.1%
41.64818878	9	< 0.1%
41.64863829	6	< 0.1%
41.64868838	3	< 0.1%
41.64874251	2	< 0.1%
41.64881845	3	< 0.1%
41.64936399	17	< 0.1%

Value	Count	Frequency (%)
42.02106425	25	< 0.1%
42.02086075	16	< 0.1%
42.02080848	16	< 0.1%
42.02075289	7	< 0.1%
42.02039924	1	< 0.1%
42.02008731	15	< 0.1%
42.01986688	21	< 0.1%
42.01958216	20	< 0.1%
42.019494	5	< 0.1%
42.0194929	1	< 0.1%

Longitude
Real number (ℝ)

Distinct	18214
Distinct (%)	6.8%
Missing	924
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	-87.676338

Minimum	-87.906874
Maximum	-87.525094
Zeros	0
Zeros (%)	0.0%
Negative	266689
Negative (%)	99.7%
Memory size	2.0 MiB

Quantile statistics

Minimum	-87.906874
5-th percentile	-87.777776
Q1	-87.707489
median	-87.666419
Q3	-87.634942
95-th percentile	-87.59954
Maximum	-87.525094
Range	0.38178
Interquartile range (IQR)	0.072547535

Descriptive statistics

Standard deviation	0.05825962
Coefficient of variation (CV)	-0.0006644851
Kurtosis	2.0977554
Mean	-87.676338
Median Absolute Deviation (MAD)	0.034445649
Skewness	-0.97647509
Sum	-23382315
Variance	0.0033941833
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-87.90687413	3291	1.2%
-87.74164564	767	0.3%
-87.64111967	597	0.2%
-87.63975868	584	0.2%
-87.65879786	584	0.2%
-87.68184949	480	0.2%
-87.63101045	377	0.1%
-87.6349552	369	0.1%
-87.61156988	368	0.1%
-87.74138476	342	0.1%
Other values (18204)	258930	96.8%
(Missing)	924	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-87.90687413	3291	1.2%
-87.90675786	3	< 0.1%
-87.90530913	12	< 0.1%
-87.88270766	2	< 0.1%
-87.86695767	1	< 0.1%
-87.86302998	25	< 0.1%
-87.86237264	9	< 0.1%
-87.84631989	11	< 0.1%
-87.84631558	2	< 0.1%
-87.8463105	1	< 0.1%

Value	Count	Frequency (%)
-87.52509414	12	< 0.1%
-87.52512485	16	< 0.1%
-87.52571243	4	< 0.1%
-87.5258717	19	< 0.1%
-87.5261364	9	< 0.1%
-87.52664793	20	< 0.1%
-87.52667081	11	< 0.1%
-87.52694018	16	< 0.1%
-87.52749847	2	< 0.1%
-87.52770401	3	< 0.1%

Location
Text

Distinct	18214
Distinct (%)	6.8%
Missing	924
Missing (%)	0.3%
Memory size	2.0 MiB

Length

Max length	40
Median length	39
Mean length	39.059676
Min length	34

Characters and Unicode

Total characters	10416786
Distinct characters	16
Distinct categories	6 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1596 ?
Unique (%)	0.6%

Sample

1st row	(42.00582694496218, -87.66114012527682)
2nd row	(41.89120176033192, -87.6562947219871)
3rd row	(41.90598597077873, -87.69680735572291)
4th row	(41.894208809612294, -87.66738222845791)
5th row	(41.9235739992025, -87.64593222667874)

Value	Count	Frequency (%)
42.00875076599798	3291	0.6%
87.90687413400109	3291	0.6%
41.789329323265385	767	0.1%
87.74164564419637	767	0.1%
41.884187507127805	597	0.1%
87.64111966683218	597	0.1%
41.88199433820508	584	0.1%
87.6397586848809	584	0.1%
41.85045102427	584	0.1%
87.65879785567869	584	0.1%
Other values (36418)	521732	97.8%

Most occurring characters

Value	Count	Frequency (%)
8	1078826	10.4%
7	1072048	10.3%
4	988988	9.5%
1	924314	8.9%
6	905875	8.7%
9	808831	7.8%
5	730340	7.0%
2	702799	6.7%
3	688625	6.6%
0	649317	6.2%
Other values (6)	1866823	17.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8549963	82.1%
Other Punctuation	800067	7.7%
Open Punctuation	266689	2.6%
Space Separator	266689	2.6%
Dash Punctuation	266689	2.6%
Close Punctuation	266689	2.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	1078826	12.6%
7	1072048	12.5%
4	988988	11.6%
1	924314	10.8%
6	905875	10.6%
9	808831	9.5%
5	730340	8.5%
2	702799	8.2%
3	688625	8.1%
0	649317	7.6%

Other Punctuation

Value	Count	Frequency (%)
.	533378	66.7%
,	266689	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	266689	100.0%

Space Separator

Value	Count	Frequency (%)
	266689	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	266689	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	266689	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10416786	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	1078826	10.4%
7	1072048	10.3%
4	988988	9.5%
1	924314	8.9%
6	905875	8.7%
9	808831	7.8%
5	730340	7.0%
2	702799	6.7%
3	688625	6.6%
0	649317	6.2%
Other values (6)	1866823	17.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10416786	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	1078826	10.4%
7	1072048	10.3%
4	988988	9.5%
1	924314	8.9%
6	905875	8.7%
9	808831	7.8%
5	730340	7.0%
2	702799	6.7%
3	688625	6.6%
0	649317	6.2%
Other values (6)	1866823	17.9%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Inspection ID	DBA Name	AKA Name	License #	Facility Type	Risk	Address	City	State	Zip	Inspection Date	Inspection Type	Results	Violations	Latitude	Longitude	Location
0	2589576	Drippin' Bites	Drippin' Bites	2952306.0	NaN	Risk 1 (High)	6808 N SHERIDAN RD	CHICAGO	IL	60626.0	02/14/2024	License	Not Ready	NaN	42.005827	-87.661140	(42.00582694496218, -87.66114012527682)
1	2589517	GRAND BEER WINE SPIRITS	GRAND BEER WINE SPIRITS	2923772.0	Grocery Store	Risk 3 (Low)	1142 W GRAND AVE	CHICAGO	IL	60642.0	02/13/2024	License	Pass	NaN	41.891202	-87.656295	(41.89120176033192, -87.6562947219871)
2	2589485	CASA CENTRAL COMMUNITY SERVICE	CASA CENTRAL COMMUNITY SERVICE	60765.0	Restaurant	Risk 1 (High)	1343 N CALIFORNIA AVE	CHICAGO	IL	60622.0	02/13/2024	Canvass	Pass	NaN	41.905986	-87.696807	(41.90598597077873, -87.69680735572291)
3	2589362	BARTOLI'S PIZZERIA	BARTOLI'S PIZZERIA	2709388.0	Restaurant	Risk 1 (High)	658 N ASHLAND AVE	CHICAGO	IL	60622.0	02/08/2024	Canvass	Fail	48. WAREWASHING FACILITIES: INSTALLED, MAINTAINED & USED; TEST STRIPS - Comments: OBSERVED 3-COMPARTMENT SINK NOT IN PROPER WORKING ORDER. WHEN WATER IS DRAINED IN ONE COMPARTMENT, ANOTHER ONE FLOODS BEFORE GOING BACK DOWN. INSTRUCTED MANAGER TO SERVICE 3-COMPARTMENT SINK. PRIORITY FOUNDATION VIOLATION 7-38-025 CITATION ISSUED.	41.894209	-87.667382	(41.894208809612294, -87.66738222845791)
4	2589343	LUNCH HEROS	LUNCH HEROS	2951905.0	Restaurant	Risk 1 (High)	2273 N LINCOLN AVE	CHICAGO	IL	60614.0	02/08/2024	License	Not Ready	NaN	41.923574	-87.645932	(41.9235739992025, -87.64593222667874)
5	2589341	Burke	Burke	22411.0	School	Risk 1 (High)	5356 S DR MARTIN LUTHER KING JR DR	CHICAGO	IL	60615.0	02/08/2024	Canvass	Pass	NaN	41.796793	-87.616178	(41.79679284535837, -87.61617809193172)
6	2589328	MORITAS TACOS INC.	MORITAS TACOS INC.	2757311.0	Restaurant	Risk 1 (High)	11436 S MICHIGAN AVE	CHICAGO	IL	60628.0	02/07/2024	Canvass	Out of Business	NaN	41.686017	-87.620976	(41.68601702970069, -87.62097609686657)
7	2589311	Qdoba Mexican Eats #2628	Qdoba Mexican Eats #2628	2017847.0	Restaurant	Risk 1 (High)	957 W DIVERSEY PKWY	CHICAGO	IL	60614.0	02/07/2024	Canvass	Out of Business	NaN	41.932531	-87.653709	(41.93253117623138, -87.65370947965262)
8	2589307	La Grande Boucherie / Omakase Room	La Grande Boucherie / Omakase Room	2948461.0	Restaurant	Risk 3 (Low)	431 N DEARBORN ST	CHICAGO	IL	60654.0	02/07/2024	License Re-Inspection	Pass	NaN	41.890082	-87.629462	(41.89008217360064, -87.6294615287741)
9	2589293	RED LOBSTER #0277	RED LOBSTER	2333153.0	Restaurant	Risk 1 (High)	5201 S PULASKI RD	CHICAGO	IL	60632.0	02/07/2024	Canvass Re-Inspection	Pass	49. NON-FOOD/FOOD CONTACT SURFACES CLEAN - Comments: 4-601.11(C)\t OBSERVED BUILD-UP OF FOOD DEBRIS ON THE INTERIOR OF THE FREEZER WHERE FROZEN SHRIMP AND BATTER ARE STORED. INSTRUCTED PERSON IN CHARGE TO CLEAN AND MAINTAIN. \| 55. PHYSICAL FACILITIES INSTALLED, MAINTAINED & CLEAN - Comments: 6-201.11 OBSERVED MISSING CEILING TILES IN THE STORAGE ROOM. INSTRUCTED PERSON IN CHARGE TO REPLACE AND MAINTAIN.	41.798510	-87.723165	(41.79850994776847, -87.72316542310595)

	Inspection ID	DBA Name	AKA Name	License #	Facility Type	Risk	Address	City	State	Zip	Inspection Date	Inspection Type	Results	Violations	Latitude	Longitude	Location
267603	58271	Carpenter	Carpenter	22561.0	School	Risk 1 (High)	1250 W Erie ST	CHICAGO	IL	60622.0	01/25/2010	Canvass	Pass	32. FOOD AND NON-FOOD CONTACT SURFACES PROPERLY DESIGNED, CONSTRUCTED AND MAINTAINED - Comments: All food and non-food contact equipment and utensils shall be smooth, easily cleanable, and durable, and shall be in good repair.PEELING PAINT ON MULTI-USE ITENSIL HANGING RACK AT FOOD PREP TABLE MUST REPAIR. \| 34. FLOORS: CONSTRUCTED PER CODE, CLEANED, GOOD REPAIR, COVING INSTALLED, DUST-LESS CLEANING METHODS USED - Comments: The floors shall be constructed per code, be smooth and easily cleaned, and be kept clean and in good repair.FLOORS IN UTILITY MOP SINK CLOSETS REQUIRE DETAIL CLEANING. \| 38. VENTILATION: ROOMS AND EQUIPMENT VENTED AS REQUIRED: PLUMBING: INSTALLED AND MAINTAINED - Comments: Ventilation: All plumbing fixtures, such as toilets, sinks, washbasins, etc., must be adequately trapped, vented, and re-vented and properly connected to the sewer in accordance with the plumbing chapter of the Municipal Code of Chicago and the Rules and Regulations of the Board of Health.EXHAUST FAN ON KITCHEN WALL REQUIRES DETAIL CLEANING.	41.893576	-87.659367	(41.893575701813866, -87.65936675601802)
267604	118299	HALSTED FOODS	HALSTED FOODS	1842450.0	Grocery Store	Risk 2 (Medium)	3418 S HALSTED ST	CHICAGO	IL	60608.0	01/06/2010	Short Form Complaint	Fail	16. FOOD PROTECTED DURING STORAGE, PREPARATION, DISPLAY, SERVICE AND TRANSPORTATION - Comments: All food should be properly protected from contamination during storage, preparation, display, service, and transportation. FOUND MEAT SAW BLADE ENCRUSTED WITH DRY AND FRESH RAW BEEF/PORK THROUGHOUT SAID BLADE AT BUTCHER PREP AREA. INSTRUCTED TO CLEAN AND SANITIZE SAID MEAT SAW BLADE BEFORE REUSING FOR RAW FRESH MEATS. SERIOUS 7-38-005(A) ISSUED. \| 18. NO EVIDENCE OF RODENT OR INSECT OUTER OPENINGS PROTECTED/RODENT PROOFED, A WRITTEN LOG SHALL BE MAINTAINED AVAILABLE TO THE INSPECTORS - Comments: All necessary control measures shall be used to effectively minimize or eliminate the presence of rodents, roaches, and other vermin and insects on the premises of all food establishments, in food-transporting vehicles, and in vending machines. FOUND FRONT ENTRANCE DOOR NOT RODENT PROOFED, APPROXIMATELY 1/4 INCH GAP UNDER SAID DOOR AT RIGHT SIDE AND REAR EXIT DOORS LEADING TO OUTSIDE GARBAGE AREA WITH 1/4 INCH GAP BETWEEN DOORS. INSTRUCTED TO RODENT AND INSECT PROOF SAID DOORS AND MAKE TIGHT FITTING. INCOMPLETE PEST CONTROL LOG BOOK. INSTRUCTED TO PROVIDE ALL REQUIRED DOCUMENTATION IN CURRENT LOG BOOK AND MAINTAIN. ALSO, FOUND 5-7 MOUSE DROPPINGS AT REAR BAKERY AREA ALONG WALL. SERIOUS 7-38-020 ISSUED. \| 32. FOOD AND NON-FOOD CONTACT SURFACES PROPERLY DESIGNED, CONSTRUCTED AND MAINTAINED - Comments: All food and non-food contact equipment and utensils shall be smooth, easily cleanable, and durable, and shall be in good repair. INSTRUCTED TO DEFROST CHEST FREEZER, WALK IN FREEZER, AND REMOVE ICE BUILDUP AT COMPRESSORS ABOVE BUTCHER PREP AREA. INSTRUCTED TO PAINT RUSTED SHELVES, RACKS, EQUIPMENT, EXTERIOR GREASE TRAPS. INSTRUCTED TO REMOVE CARDBOARD LINING AND PAPER LINING FROM SHELVES/RACKS. \| 33. FOOD AND NON-FOOD CONTACT EQUIPMENT UTENSILS CLEAN, FREE OF ABRASIVE DETERGENTS - Comments: All food and non-food contact surfaces of equipment and all food storage utensils shall be thoroughly cleaned and sanitized daily. INSTRUCTED TO DETAIL CLEAN AND SANITIZE TEH FOLLOWING: SHELVES IN FOOD AISLES, REACH IN COOLERS, WALK IN COOLER, SHELVES/RACKS THROUGHOUT PREMISES, FAN GRID COVERS, WALL AND CEILING AT BAKERY AREA, LIGHT SHIELDS, CASHIER CUBICLES, UNDER, AROUND ALL ITEMS AND EQUIPMENT TO REMOVE DUST, DIRT, DEBRIS, ETC. \| 34. FLOORS: CONSTRUCTED PER CODE, CLEANED, GOOD REPAIR, COVING INSTALLED, DUST-LESS CLEANING METHODS USED - Comments: The floors shall be constructed per code, be smooth and easily cleaned, and be kept clean and in good repair. INSTRUCTED TO REPAIR CRACKED FLOOR TILES AND PROVIDE FLOOR TILES FOR MISSING SECTIONS AT STORAGE AND PREP AREAS. INSTRUCTED TO REMOVE STANDING WATER BY UTILITY SINK. FLOORS ALONG WALL BASE MUST BE DETAIL CLEANED AND MAINTINED. \| 35. WALLS, CEILINGS, ATTACHED EQUIPMENT CONSTRUCTED PER CODE: GOOD REPAIR, SURFACES CLEAN AND DUST-LESS CLEANING METHODS - Comments: The walls and ceilings shall be in good repair and easily cleaned. INSTRUCTED TO REPAIR WALL SECTIONS AROUND PREP TABLES, THREE COMPARTMENT SINK, CLEAN WALLS IN TOILET ROOMS AND WALLS AT WAREHOUSE AREA WITH SPILLS. \| 36. LIGHTING: REQUIRED MINIMUM FOOT-CANDLES OF LIGHT PROVIDED, FIXTURES SHIELDED - Comments: Shielding to protect against broken glass falling into food shall be provided for all artificial lighting sources in preparation, service, and display facilities. INSTRUCTED TO PROVIDE LIGHT SHIELDS WITH END CAPS ABOVE DELI PREP AREA. \| 38. VENTILATION: ROOMS AND EQUIPMENT VENTED AS REQUIRED: PLUMBING: INSTALLED AND MAINTAINED - Comments: Ventilation: All plumbing fixtures, such as toilets, sinks, washbasins, etc., must be adequately trapped, vented, and re-vented and properly connected to the sewer in accordance with the plumbing chapter of the Municipal Code of Chicago and the Rules and Regulations of the Board of Health. INSTRUCTED TO PROVIDE VENTILATION IN TOILET ROOOMS. INSTRUCTED TO PROVIDE PROPERLY CONNECTED FAUCET WITH HOT AND COLD RUNNING WATER AT UTILITY SINK AND DRAIN TO FLOOR DRAIN. INSTRUCTED TO PROVIDE BACKFLOW PREVENTION DEVICE AT FAUCET AT UTILITY SINK. \| 41. PREMISES MAINTAINED FREE OF LITTER, UNNECESSARY ARTICLES, CLEANING EQUIPMENT PROPERLY STORED - Comments: All parts of the food establishment and all parts of the property used in connection with the operation of the establishment shall be kept neat and clean and should not produce any offensive odors. INSTRUCTED TO CLEAN AROUND OUTSIDE GARBAGE AREA TO REMOVE DEBRIS AND REMOVE UNSUSED EQUIPMENT FROM PREMISES TO PREVENT PEST HARBORAGE. INSTRUCTED TO ELEVATE ALL ITEMS 6 INCHES OFF THE FLOOR AND AWAY FROM THE WALL. INSTRUCTED TO REMOVE COFFEE GRINDER AT FRONT CASHIER AND OR RELOCATE TO HAND SINK ACCESSIBLE FOR HANDWASHING.	41.832144	-87.646284	(41.83214360513917, -87.64628396417302)
267605	68023	THE BLEEDING HEART BAKERY	THE BLEEDING HEART BAKERY	1874242.0	Bakery	Risk 1 (High)	1955 W BELMONT AVE	CHICAGO	IL	60657.0	01/26/2010	Complaint Re-Inspection	Pass	33. FOOD AND NON-FOOD CONTACT EQUIPMENT UTENSILS CLEAN, FREE OF ABRASIVE DETERGENTS - Comments: All food and non-food contact surfaces of equipment and all food storage utensils shall be thoroughly cleaned and sanitized daily. DETAIL CLEAN THE WIRE STORAGE RACKS IN THE WALK-IN COOLER. \| 41. PREMISES MAINTAINED FREE OF LITTER, UNNECESSARY ARTICLES, CLEANING EQUIPMENT PROPERLY STORED - Comments: All parts of the food establishment and all parts of the property used in connection with the operation of the establishment shall be kept neat and clean and should not produce any offensive odors. OBSERVED EXCEESIVE CLUTTER IN THE BASEMENT AREA. REMOVE ANY UNNECESSARY ARTIVLES AND STORE REMAINING ARTICLES AT LEAST 6' OFF OF THE FLOOR.	41.939466	-87.678082	(41.9394659949947, -87.67808189198753)
267606	63239	SAN JOSE RESTAURANT, INC.	SAN JOSE RESTAURANT, INC.	1958715.0	Restaurant	Risk 1 (High)	3121 W CERMAK RD	CHICAGO	IL	60623.0	01/26/2010	Canvass	Pass	33. FOOD AND NON-FOOD CONTACT EQUIPMENT UTENSILS CLEAN, FREE OF ABRASIVE DETERGENTS - Comments: All utensils shall be thoroughly cleaned and sanitized after each usage. MUST CLEAN-SANITIZE; FRONT COOKING AREA STORAGE SHELVES AND COOKING EQUIPMENT. \| 34. FLOORS: CONSTRUCTED PER CODE, CLEANED, GOOD REPAIR, COVING INSTALLED, DUST-LESS CLEANING METHODS USED - Comments: The floors shall be constructed per code, be smooth and easily cleaned, and be kept clean and in good repair. MUST CLEAN FLOORS THRU-OUT BASEMENT AND UNDER COOKING EQUIPMENT FRONT COOKING AREA. \| 35. WALLS, CEILINGS, ATTACHED EQUIPMENT CONSTRUCTED PER CODE: GOOD REPAIR, SURFACES CLEAN AND DUST-LESS CLEANING METHODS - Comments: The walls and ceilings shall be in good repair and easily cleaned. MUST CLEAN HOOD AND FILTERS ABOVE FRONT AREA COOKING EQUIPMENT.	41.851674	-87.703788	(41.85167408577538, -87.7037875274402)
267607	134256	BORNIQUEN RESTAURANT	BORNIQUEN RESTAURANT	32942.0	Restaurant	Risk 1 (High)	1720 N CALIFORNIA AVE	CHICAGO	IL	60647.0	01/13/2010	Complaint Re-Inspection	Pass	NaN	41.912692	-87.697205	(41.912691923355744, -87.69720455176802)
267608	197240	CINNABON	CINNABON	1846783.0	NaN	Risk 2 (Medium)	151 N MICHIGAN AVE	CHICAGO	IL	60601.0	01/27/2010	Out of Business	Fail	NaN	41.884540	-87.624309	(41.88454011059238, -87.62430852246028)
267609	114316	HARD ROCK CAFE	HARD ROCK CAFE	51236.0	Restaurant	Risk 1 (High)	63 W ONTARIO ST	CHICAGO	IL	60654.0	02/03/2010	Canvass	Pass w/ Conditions	21. * CERTIFIED FOOD MANAGER ON SITE WHEN POTENTIALLY HAZARDOUS FOODS ARE PREPARED AND SERVED - Comments: A certified food service manager must be present in all establishments at which potentially hazardous food is prepared or served. No City of Chicago certified food handler on premises while potentially hazardous foods (chicken, beans, burgers, etc.) are handled. Must provide and post City of Chicago certificate on premises with certified food handler while potentially hazardous foods are handled. Citation issued, ticket #H000057364 18. \| 32. FOOD AND NON-FOOD CONTACT SURFACES PROPERLY DESIGNED, CONSTRUCTED AND MAINTAINED - Comments: All food and non-food contact equipment and utensils shall be smooth, easily cleanable, and durable, and shall be in good repair. Must replace or repair all damaged prep coolers door rubber gaskets. \| 33. FOOD AND NON-FOOD CONTACT EQUIPMENT UTENSILS CLEAN, FREE OF ABRASIVE DETERGENTS - Comments: All food and non-food contact surfaces of equipment and all food storage utensils shall be thoroughly cleaned and sanitized daily. Must clean and maintain interior of all unclean prep coolers. \| 35. WALLS, CEILINGS, ATTACHED EQUIPMENT CONSTRUCTED PER CODE: GOOD REPAIR, SURFACES CLEAN AND DUST-LESS CLEANING METHODS - Comments: The walls and ceilings shall be in good repair and easily cleaned. Must detail clean and sanitize walls/ceiling throughout Mezzanine side station. \| 38. VENTILATION: ROOMS AND EQUIPMENT VENTED AS REQUIRED: PLUMBING: INSTALLED AND MAINTAINED - Comments: Ventilation: All plumbing fixtures, such as toilets, sinks, washbasins, etc., must be adequately trapped, vented, and re-vented and properly connected to the sewer in accordance with the plumbing chapter of the Municipal Code of Chicago and the Rules and Regulations of the Board of Health. Dishmachine sprayer valve leaking. Must repair and maintain.	41.893128	-87.630563	(41.89312775453658, -87.63056251830054)
267610	60258	HOOK FISH & CHICKEN ON MADISON, INC.	HOOK FISH & CHICKEN ON MADISON, INC.	1868125.0	Restaurant	Risk 2 (Medium)	3952 W MONROE ST	CHICAGO	IL	60624.0	01/14/2010	Complaint Re-Inspection	Pass	NaN	41.879875	-87.725290	(41.8798749138472, -87.7252903599048)
267611	120277	POLK STREET CO.	POLK STREET CO.	29507.0	Restaurant	Risk 1 (High)	548 W POLK ST	CHICAGO	IL	60607.0	01/06/2010	Canvass	Fail	18. NO EVIDENCE OF RODENT OR INSECT OUTER OPENINGS PROTECTED/RODENT PROOFED, A WRITTEN LOG SHALL BE MAINTAINED AVAILABLE TO THE INSPECTORS - Comments: All necessary control measures shall be used to effectively minimize or eliminate the presence of rodents, roaches, and other vermin and insects on the premises of all food establishments, in food-transporting vehicles, and in vending machines. Over 25 rat droppings were found in the basement perimeter and holes were found under the stairs and in the old cooler insulation. Clean up and remove all evidence of rodent activity. \| 33. FOOD AND NON-FOOD CONTACT EQUIPMENT UTENSILS CLEAN, FREE OF ABRASIVE DETERGENTS - Comments: All food and non-food contact surfaces of equipment and all food storage utensils shall be thoroughly cleaned and sanitized daily. Remove rust from inside the ice machine. \| 34. FLOORS: CONSTRUCTED PER CODE, CLEANED, GOOD REPAIR, COVING INSTALLED, DUST-LESS CLEANING METHODS USED - Comments: The floors shall be constructed per code, be smooth and easily cleaned, and be kept clean and in good repair. Clean the floors under the kitchen sink and stoves. Replace the damaged tile under the fryer. \| 35. WALLS, CEILINGS, ATTACHED EQUIPMENT CONSTRUCTED PER CODE: GOOD REPAIR, SURFACES CLEAN AND DUST-LESS CLEANING METHODS - Comments: The walls and ceilings shall be in good repair and easily cleaned. Complete repairing the rear kitchen wall and ceiling so they are smooth and sanitary. Repair the damaged ceilings in the basement so rodent harborage can be eliminated.	41.872113	-87.641305	(41.87211261426958, -87.64130525460628)
267612	78260	DR DETON J BROOKS HEADSTART	DR DETON J BROOKS HEADSTART	51035.0	Daycare Above and Under 2 Years	Risk 1 (High)	6921 S STONY ISLAND AVE	CHICAGO	IL	60649.0	01/15/2010	Canvass	Pass	34. FLOORS: CONSTRUCTED PER CODE, CLEANED, GOOD REPAIR, COVING INSTALLED, DUST-LESS CLEANING METHODS USED - Comments: SWEEP FLOORS UNDER STORAGE SHELVES IN KITCHEN PANTRY, BETWEEN LOCKERS BY DRINKING WATER DISPENSER AND STORAGE ROOM NEAR CLASSROOM. \| 41. PREMISES MAINTAINED FREE OF LITTER, UNNECESSARY ARTICLES, CLEANING EQUIPMENT PROPERLY STORED - Comments: ORGANIZE AND MAINTAIN STORAGE ROOM ACROSS FROM TEACHERS PREP ROOM.	41.769129	-87.585827	(41.76912914412988, -87.58582746167004)

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